The Netflix algorithm is my favorite feature of the streamer
The Netflix algorithm is my favorite feature of the streamer
Netflix’s content recommendation algorithm is superior to every other streaming service, and it’s not close.
To be frank, I almost never look at recommended content rows. My eyes usually flit right past them while I browse streamer home pages, because more than a cursory glance isn’t necessary; I know what’s in them. Usually, it’s a show or two that has one glaring facet in common with titles I’ve actually watched on the streamer, and then a bunch of other options that the streamer couldn’t care less if my viewing history connects to; it just wants me to watch them.
Netflix, however, it’s a different story. The streamer makes its recommendations feel so much more than pro forma — I consistently find myself wanting to watch the shows and movies it points me toward. Netflix has a ton of features for subscribers to explore, but the content recommendation algorithm is by far my favorite.
When you look up the recommendation system on the Netflix Help Center page, the description seems so simple. Obvious factors like a user’s interaction with the service, information about the titles themselves and how they connect, and the habits of viewers with similar tastes feel so basic that they don’t seem to be able to produce the kind of spot-on recommendations Netflix offers.
But when you read a little deeper, you learn that Netflix tracks several other variables like the time of day you watch, which devices you watch on most, and how long you watch a given title. And of course, the more you watch, the more Netflix will learn about you — and it will personalize your home page for you to show content rows like Continue Watching higher or lower on your screen based on the same data.
Netflix is always collecting more feedback every time you visit the service as well, leading to a constantly evolving content recommendation system that seemingly always has something fresh to offer. It’s a lot for the streamer to keep track of, but the end result is well worth the effort that goes into the algorithms.
When visiting Netflix, I see types of recommendations that are so clearly built on my viewing history that I feel like someone is actually paying attention. Take the Acclaimed Writers row I found when I visited the Netflix home page this time; it was exclusively filled with shows and movies I was either at least somewhat interested in, or have seen before and loved. The continuous work that goes into refreshing a subscriber’s view every time they visit Netflix is plainly on display as well; each time I come to the streamer, I find a new and intriguing row of options to browse.
I’m consistently impressed with the unique content rows Netflix comes up with.
As I continued to scroll through Netflix on this visit, it became even more apparent that the streamer is actually interested in showing me titles I want to watch. I love to re-watch titles that have had an impact on me, and Netflix can clearly tell when it shows me rows like Familiar Favorites and Watch It Again. Then, there are entire carousels dedicated to shows based on just one title I’ve watched in the past.
There’s plenty to enjoy about Netflix, with a huge catalog of licensed favorites from basically every studio, not to mention originals that actually live up to the money that clearly went into their creation. It should also be at least mentioned that the subtitle and audio options on the streamer are prodigious, and make the streamer feel truly global.
With all of that said, Netflix’s content recommendation algorithm can do no wrong in my eyes. It’s evolved far past the standard that most other streaming services are willing to accept, and it continues to deliver fantastic and pertinent new titles visit after visit after visit.
Netflix
Netflix is a leading subscription-based video streaming service that offers on-demand access to an extensive library of over 3,000 movies, 2,000+ TV shows, and a growing collection of acclaimed Netflix originals. Renowned for producing groundbreaking content, Netflix has become a cultural powerhouse with hit originals like “Stranger Things,” “Wednesday,” “Squid Game,” “The Crown,” “Tiger King,” “Bridgerton,” “The Witcher,” and “Black Mirror.”